Madhav Marathe

EngineeringEconomics, Econometrics and Finance

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile

2.7Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The United States COVID-19 Forecast Hub dataset

Scientific Data(2022)10.1038/s41597-022-01517-w

Top 9%

2.3DataRank

Top 9%131 citations

Yuxin Huang, Yijin Wang, Evan L Ray, Matthew Cornell, Johannes Bracher +95 more

Papers

Driven by 64 papers — median percentile 71. Top paper: “The United States COVID-19 Forecast Hub dataset”.

The United States COVID-19 Forecast Hub dataset

Scientific Data(2022)10.1038/s41597-022-01517-w

Top 9%

2.3DataRank

Top 9%131 citations

Yuxin Huang, Yijin Wang, Evan L Ray, Matthew Cornell, Johannes Bracher +95 more

Epidemiological and economic impact of COVID-19 in the US

Scientific Reports(2021)10.1038/s41598-021-99712-z

N/A

2.3DataRank · unranked

74 citations

Anil Vullikanti, Joost R. Santos, Srinivasan Venkatramanan, Stefan Hoops, Henning Mortveit +7 more

Wastewater-based epidemiology for COVID-19 surveillance and beyond: A survey

Epidemics(2024)10.1016/j.epidem.2024.100793

N/A

1.2DataRank · unranked

33 citations

Yunfan Wang, Gursharn Kaur, Aniruddha Adiga, Baltazar Espinoza, Srinivasan Venkatramanan +8 more

Privacy-first health research with federated learning

npj Digital Medicine(2021)10.1038/s41746-021-00489-2

N/A

0.789DataRank · unranked

192 citations

Luyang Liu, Dung T. Nguyen, Methun Kamruzzaman, Stylianos Serghiou, Benjamin Rader +13 more

CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i11.21479

N/A

0.701DataRank · unranked

106 citations

Aniruddha Adiga, Jiangzhuo Chen, Adam Sadilek, Srinivasan Venkatramanan, Madhav Marathe +1 more

Forecasting influenza activity using machine-learned mobility map

Nature Communications(2021)10.1038/s41467-021-21018-5

N/A

0.666DataRank · unranked

84 citations

Adam Sadilek, Arindam Fadikar, Christopher L. Barrett, Matthew Biggerstaff, Jiangzhuo Chen +12 more

Medical costs of keeping the US economy open during COVID-19

Scientific Reports(2020)10.1038/s41598-020-75280-6

N/A

0.561DataRank · unranked

41 citations

Anil Vullikanti, Stefan Hoops, Henning Mortveit, Bryan Lewis, Srinivasan Venkatramanan +6 more

Projected resurgence of COVID-19 in the United States in July—December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

eLife(2022)10.7554/elife.73584

N/A

0.557DataRank · unranked

40 citations

Claire P. Smith, Michelle Qin, Luke C. Mullany, Rebecca K. Borchering, Justin Lessler +55 more

TDEFSI

ACM Transactions on Spatial Algorithms and Systems(2020)10.1145/3380971

N/A

0.515DataRank · unranked

30 citations

Jiangzhuo Chen, Madhav Marathe, Lijing Wang

All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting

(2021)10.1145/3447548.3467197

N/A

0.515DataRank · unranked

30 citations

Lijing Wang, Benjamin Hurt, Akhil Sai Peddireddy, Przemyslaw Porebski, Srinivasan Venkatramanan +3 more

Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting

(2020)10.1109/bigdata50022.2020.9377904

N/A

0.483DataRank · unranked

24 citations

Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan Lewis, Madhav Marathe +1 more

Privacy-first health research with federated learning

medRxiv(2020)10.1101/2020.12.22.20245407

N/A

0.483DataRank · unranked

24 citations

Luyang Liu, Dung T. Nguyen, Methun Kamruzzaman, Benjamin Rader, Alex Ingerman +11 more

Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support

The International Journal of High Performance Computing Applications(2022)10.1177/10943420221127034

N/A

0.464DataRank · unranked

21 citations

Jiangzhuo Chen, Stefan Hoops, Dustin Machi, Bryan Lewis, Srinivasan Venkatramanan +18 more

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

PLoS Medicine(2024)10.1371/journal.pmed.1004387

N/A

0.416DataRank · unranked

15 citations

Sara L. Loo, Emily Howerton, Lucie Contamin, Claire P. Smith, Erica C. Carcelén +54 more

Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i11.21529

N/A

0.392DataRank · unranked

10 citations

Mandy Wilson, Serina Chang, Galen Harrison, Bryan Lewis, Alex Telionis +7 more

Role of heterogeneity: National scale data-driven agent-based modeling for the US COVID-19 Scenario Modeling Hub

Epidemics(2024)10.1016/j.epidem.2024.100779

Top 49%

0.363DataRank

Top 49%6 citations

Parantapa Bhattacharya, Stefan Hoops, Dustin Machi, Abhijin Adiga, Henning Mortveit +4 more

Medical Costs of Keeping the US Economy Open During COVID-19

medRxiv(2020)10.1101/2020.07.17.20156232

N/A

0.292DataRank · unranked

6 citations

Anil Vullikanti, Stefan Hoops, Henning Mortveit, Bryan Lewis, Srinivasan Venkatramanan +6 more

Wastewater-based Epidemiology for COVID-19 Surveillance and Beyond: A Survey

PubMed(2024)10.48550/arxiv.2403.15291

N/A

0.249DataRank · unranked

4 citations

Wang, Yunfan, Gursharn Kaur, Aniruddha Adiga, Baltazar Espinoza, Srinivasan Venkatramanan +8 more

Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites

medRxiv(2021)10.1101/2021.12.15.21267736

N/A

0.240DataRank · unranked

3 citations

Mandy Wilson, Serina Chang, Galen Harrison, Bryan Lewis, Alex Telionis +7 more

Efficient and Equitable Deployment of Mobile Vaccine Distribution Centers

(2023)10.24963/ijcai.2023/8

N/A

0.165DataRank · unranked

2 citations

Ann Li, George Z. Li, Madhav Marathe, Aravind Srinivasan, Leonidas Tsepenekas +2 more

Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: A multi-model study

UNC Libraries(2023)10.17615/syqy-wb62

N/A

0.104DataRank · unranked

1 citations

Przemyslaw Porebski, Claire P. Smith, Sen Pei, S. Chen, Teresa K. Yamana +58 more

Heterogeneous adaptive behavioral responses may increase epidemic burden

Scientific Reports(2022)10.1038/s41598-022-15444-8

N/A

0DataRank · unranked

23 citations

Samarth Swarup, Christopher L. Barrett, Madhav Marathe, Baltazar Espinoza

Evaluating the Utility of High-Resolution Proximity Metrics in Predicting the Spread of COVID-19

ACM Transactions on Spatial Algorithms and Systems(2022)10.1145/3531006

N/A

0DataRank · unranked

9 citations

Aniruddha Adiga, Madhav Marathe, Srinivasan Venkatramanan, Samarth Swarup, Zakaria Mehrab

Effective Social Network-Based Allocation of COVID-19 Vaccines

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3542673

N/A

0DataRank · unranked

21 citations

Stefan Hoops, Achla Marathe, Henning Mortveit, Bryan Lewis, Srinivasan Venkatramanan +12 more

Heterogeneous Adaptive Behavioral Responses May Increase Epidemic Burden

Research Square(2022)10.21203/rs.3.rs-1229867/v1

N/A

0DataRank · unranked

0 citations

Samarth Swarup, Christopher L. Barrett, Madhav Marathe, Baltazar Espinoza

Mathematical Models for COVID-19 Pandemic: A Comparative Analysis

Journal of the Indian Institute of Science(2020)10.1007/s41745-020-00200-6

N/A

0DataRank · unranked

214 citations

Devdatt Dubhashi, Bryan Lewis, Madhav Marathe, Srinivasan Venkatramanan, Anil Vullikanti +1 more

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

eLife(2023)10.7554/elife.81916

N/A

0DataRank · unranked

104 citations

Hugo Gruson, Rok Grah, Helen Johnson, Rene Niehus, Bastian Prasse +95 more

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

Nature Communications(2023)10.1038/s41467-023-42680-x

N/A

0DataRank · unranked

61 citations

Lucie Contamin, Luke C. Mullany, Michelle Qin, Nicholas G. Reich, Samantha J. Bents +78 more

A simplicial epidemic model for COVID-19 spread analysis

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2313171120

N/A

0DataRank · unranked

34 citations

Yulia R. Gel, Madhav Marathe, H. Vincent Poor, Yuzhou Chen

Airborne disease transmission during indoor gatherings over multiple time scales: Modeling framework and policy implications

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2216948120

N/A

0DataRank · unranked

21 citations

Baltazar Espinoza, Zirou Qiu, Anil Vullikanti, Madhav Marathe, Avinash Dixit

Coupled models of genomic surveillance and evolving pandemics with applications for timely public health interventions

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2305227120

N/A

0DataRank · unranked

14 citations

Aniruddha Adiga, Srinivasan Venkatramanan, Andrew Warren, Jiangzhuo Chen, Bryan Lewis +13 more

Deploying vaccine distribution sites for improved accessibility and equity to support pandemic response

Autonomous Agents and Multi-Agent Systems(2023)10.1007/s10458-023-09614-9

N/A

0DataRank · unranked

2 citations

Ann Li, Madhav Marathe, Aravind Srinivasan, Leonidas Tsepenekas, Anil Vullikanti +1 more

Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts

Proceedings of the AAAI Conference on Artificial Intelligence(2023)10.1609/aaai.v37i13.26855

N/A

0DataRank · unranked

9 citations

Gursharn Kaur, Lijing Wang, Benjamin Hurt, Przemyslaw Porebski, Srinivasan Venkatramanan +3 more

Identifying Complicated Contagion Scenarios from Cascade Data

(2023)10.1145/3580305.3599841

N/A

0DataRank · unranked

3 citations

Amro Alabsi Aljundi, Jiangzhuo Chen, S. S. Ravi, Anil Vullikanti, Madhav Marathe +2 more

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

UNC Libraries(2023)10.17615/cxhx-1c04

N/A

0DataRank · unranked

0 citations

Rosenstrom E.T., Mayorga M.E., Shaun Truelove, Dustin Machi, Alison Hill +78 more

Challenges of COVID-19 Case Forecasting in the US, 2020–2021

PLoS Computational Biology(2024)10.1371/journal.pcbi.1011200

N/A

0DataRank · unranked

33 citations

Estee Y. Cramer, Roberto Pagano, John M. Drake, Eamon B. O’Dea, Madeline Adee +95 more

Scenario design for infectious disease projections: Integrating concepts from decision analysis and experimental design

Epidemics(2024)10.1016/j.epidem.2024.100775

N/A

0DataRank · unranked

18 citations

Katriona Shea, Emily Howerton, Katie Yan, Harry Hochheiser, Erik Rosenstrom +9 more

Epihiper—A high performance computational modeling framework to support epidemic science

PNAS Nexus(2024)10.1093/pnasnexus/pgae557

N/A

0DataRank · unranked

8 citations

Stefan Hoops, Henning Mortveit, Bryan Lewis, Dustin Machi, Parantapa Bhattacharya +5 more

Novel multi-cluster workflow system to support real-time HPC-enabled epidemic science: Investigating the impact of vaccine acceptance on COVID-19 spread

Journal of Parallel and Distributed Computing(2024)10.1016/j.jpdc.2024.104899

N/A

0DataRank · unranked

6 citations

Dustin Machi, Jiangzhuo Chen, Stefan Hoops, Bryan Lewis, Henning Mortveit +13 more

Data-driven mechanistic framework with stratified immunity and effective transmissibility for COVID-19 scenario projections

Epidemics(2024)10.1016/j.epidem.2024.100761

N/A

0DataRank · unranked

6 citations

Srinivasan Venkatramanan, Aniruddha Adiga, Brian Klahn, Benjamin Hurt, Mandy Wilson +5 more

Agent-Based Simulation Framework for Multi-Variant Surveillance

OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)(2024)10.1109/wsc63780.2024.10838920

N/A

0DataRank · unranked

1 citations

Jiangzhuo Chen, Baltazar Espinoza, Bryan Lewis, Madhav Marathe, Joseph Outten +4 more

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

UNC Libraries(2024)10.17615/6w68-zz51

N/A

0DataRank · unranked

0 citations

Matteo Chinazzi, Joseph Outten, Lemaitre J.C, K.T. Sato, Anil Vullikanti +54 more

Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations

UNC Libraries(2024)10.17615/3sv3-sj27

N/A

0DataRank · unranked

0 citations

Shaun Truelove, Wenxuan Ye, Alexander E. Webber, Avranil Basu, M. Ben-Nun +95 more

Deploying Vaccine Distribution Sites for Improved Accessibility and Equity to Support Pandemic Response

Research Square(2022)10.21203/rs.3.rs-2124598/v1

N/A

0DataRank · unranked

0 citations

Ann Li, Madhav Marathe, Aravind Sriniva, Leonidas Tsepenekas, Anil Vullikanti +1 more

Data-Driven Modeling for Different Stages of Pandemic Response

Journal of the Indian Institute of Science(2020)10.1007/s41745-020-00206-0

N/A

0DataRank · unranked

1 citations

Jiangzhuo Chen, Madhav Marathe, Henning Mortveit, Srinivasan Venkatramanan, Anil Vullikanti +1 more

Evaluating the impact of international airline suspensions on the early global spread of COVID-19

medRxiv(2020)10.1101/2020.02.20.20025882

N/A

0DataRank · unranked

47 citations

Srinivasan Venkatramanan, James Schlitt, Akhil Sai Peddireddy, Allan Dickerman, Andrei C. Bura +24 more

Using Mobility Data to Understand and Forecast COVID19 Dynamics

medRxiv(2020)10.1101/2020.12.13.20248129

N/A

0DataRank · unranked

25 citations

Xue Ben, Aniruddha Adiga, Adam Sadilek, Ashish V. Tendulkar, Srinivasan Venkatramanan +10 more

Interplay of global multi-scale human mobility, social distancing, government interventions, and COVID-19 dynamics

medRxiv(2020)10.1101/2020.06.05.20123760

N/A

0DataRank · unranked

20 citations

Lijing Wang, Adam Sadilek, Ashish V. Tendulkar, Srinivasan Venkatramanan, Anil Vullikanti +9 more

Epidemiological and Economic Impact of COVID-19 in the US

medRxiv(2020)10.1101/2020.11.28.20239517

N/A

0DataRank · unranked

20 citations

Anil Vullikanti, Joost R. Santos, Srinivasan Venkatramanan, Stefan Hoops, Henning Mortveit +7 more

From 5Vs to 6Cs: Operationalizing Epidemic Data Management with COVID-19 Surveillance

(2020)10.1109/bigdata50022.2020.9378435

N/A

0DataRank · unranked

14 citations

Dawen Xie, Pramod Patil, Mandy Wilson, Dustin Machi, Srinivasan Venkatramanan +7 more

From 5Vs to 6Cs: Operationalizing Epidemic Data Management with COVID-19 Surveillance

medRxiv(2020)10.1101/2020.10.27.20220830

N/A

0DataRank · unranked

10 citations

Dawen Xie, Pramod Patil, Mandy Wilson, Dustin Machi, Srinivasan Venkatramanan +7 more

Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting

arXiv (Cornell University)(2020)10.48550/arxiv.2010.14491

N/A

0DataRank · unranked

6 citations

Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan Lewis, Madhav Marathe +1 more

High resolution proximity statistics as early warning for US universities reopening during COVID-19

medRxiv(2020)10.1101/2020.11.21.20236042

N/A

0DataRank · unranked

5 citations

Akhilandeshwari Goud Ranga, Debarati Sarkar, Srinivasan Venkatramanan, Youngyun Chung Baek, Samarth Swarup +2 more

Asymptomatic individuals can increase the final epidemic size under adaptive human behavior

Scientific Reports(2021)10.1038/s41598-021-98999-2

N/A

0DataRank · unranked

33 citations

Madhav Marathe, Samarth Swarup, Mugdha Thakur, Baltazar Espinoza

Prioritizing allocation of COVID-19 vaccines based on social contacts increases vaccination effectiveness

medRxiv(2021)10.1101/2021.02.04.21251012

N/A

0DataRank · unranked

71 citations

Stefan Hoops, Achla Marathe, Henning Mortveit, Bryan Lewis, Srinivasan Venkatramanan +12 more

All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting

medRxiv(2021)10.1101/2021.03.12.21253495

N/A

0DataRank · unranked

19 citations

Lijing Wang, Benjamin Hurt, Akhil Sai Peddireddy, Przemyslaw Porebski, Srinivasan Venkatramanan +3 more

Scalable Epidemiological Workflows to Support COVID-19 Planning and Response

(2021)10.1109/ipdps49936.2021.00072

N/A

0DataRank · unranked

18 citations

Parantapa Bhattacharya, Stefan Hoops, Jiangzhuo Chen, Henning Mortveit, Srinivasan Venkatramanan +7 more

Scalable Epidemiological Workflows to Support COVID-19 Planning and Response

medRxiv(2021)10.1101/2021.02.23.21252325

N/A

0DataRank · unranked

11 citations

Parantapa Bhattacharya, Stefan Hoops, Jiangzhuo Chen, Henning Mortveit, Srinivasan Venkatramanan +7 more

AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US

2021 IEEE International Conference on Big Data (Big Data)(2021)10.1109/bigdata52589.2021.9671811

N/A

0DataRank · unranked

4 citations

Dustin Machi, Jiangzhuo Chen, Stefan Hoops, Bryan Lewis, Henning Mortveit +13 more

Adaptive Human Behavior in Epidemics: the Impact of Risk Misperception on the Spread of Epidemics

Research Square(2021)10.21203/rs.3.rs-220733/v1

N/A

0DataRank · unranked

3 citations

Madhav Marathe, Samarth Swarup, Mugdha Thakur, Baltazar Espinoza

Evaluating the utility of high-resolution proximity metrics in predicting the spread of COVID-19

medRxiv(2021)10.1101/2021.06.07.21258492

N/A

0DataRank · unranked

0 citations

Aniruddha Adiga, Madhav Marathe, Srinivasan Venkatramanan, Samarth Swarup, Zakaria Mehrab

Informing University Covid-19 Decisions Using Simple Compartmental Models

medRxiv(2021)10.1101/2021.07.01.21259851

N/A

0DataRank · unranked

0 citations

Aniruddha Adiga, Madhav Marathe, Christopher L. Barrett, Benjamin Hurt

Informing University Covid-19 Decisions Using Simple Compartmental Models

2021 Winter Simulation Conference (WSC)(2021)10.1109/wsc52266.2021.9715467

N/A

0DataRank · unranked

0 citations

Aniruddha Adiga, Madhav Marathe, Christopher L. Barrett, Benjamin Hurt

Understanding the coevolution of mask wearing and epidemics: A network perspective

Proceedings of the National Academy of Sciences(2022)10.1073/pnas.2123355119

N/A

0DataRank · unranked

66 citations

Baltazar Espinoza, Vítor V. Vasconcelos, Chen Chen, Sara M. Constantino, Stefani A. Crabtree +9 more

Madhav Marathe

Indexed papers

Top data-sharing exemplar

Papers